Course curriculum
Professional skills mapped to industry standards
01Foundation Module
ML Fundamentals
Foundation Module
ML Fundamentals
ML Algorithms
Training & Testing
Cross-Validation
Hyperparameter Tuning
Model Selection
02Deep Learning
Neural Networks
Deep Learning
Neural Networks
TensorFlow
Keras
PyTorch
CNNs
RNNs & LSTMs
03Advanced Module
NLP & Computer Vision
Advanced Module
NLP & Computer Vision
Text Processing
Transformers
Image Classification
Object Detection
Transfer Learning
04Deployment
ML Operations
Deployment
ML Operations
Model Deployment
MLflow
Docker for ML
API Integration
Monitoring